CPS: Synergy: Distributed coordination of smart devices to mitigate intermittency of renewable generation for a smarter and sustainable power grid
CPS: Synergy: Distributed coordination of smart devices to mitigate intermittency of renewable generation for a smarter and sustainable power grid
批准号:
1646229
负责人:
Prabir Barooah
金额:
$75.0万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2016
资助国家:
美国
项目状态:
已结题
起止时间:
2016-10-01 至 2020-09-30
中文摘要
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英文摘要
The ultimate goal of the project is to help the electric grid become more reliable even when a large amount of electricity is generated from green, but intermittent - sources such as solar and wind. To deal with this intermittency, inexpensive source of energy storage are required. Instead of investing in batteries, this project seeks to obtain cheap storage by manipulating power demand in consumer loads through intelligent decision-making algorithms. By varying power demand up and down from what a load would nominally consume, the load can be made to behave like a battery, effectively creating a source of Virtual Energy Storage (VES). This kind of virtual storage is cheaper than batteries since it is a software-based solution; little additional hardware is needed. Another aspect of the project is to develop decision-making algorithms to cope with operational issues faced by the power distribution networks (that deliver electricity to neighborhoods) due to increasing use of intermittent solar power.There are several technical challenges in achieving this vision: of intelligently manipulating consumer loads and other devices to help the power grid operate reliably. This project aims to address two of these key challenges. One is the design of algorithms to coordinate the actions of a large number of loads without a central decision-maker. Distributed (as opposed to centralized) control will be necessary since the communication and computation burden of a centralized scheme is overwhelming. At the same time, distributed control algorithms need to deliver reliable performance with low communication bandwidth, and be cognizant of the privacy and security concerns inherent in such Cyber Physical Systems (CPS) with humans in the loop. The second challenge is that the demand manipulation at the loads has to be done in such a manner that consumers. Quality of Service (QoS) is maintained in tight, pre-negotiated bounds. A number of technical innovations undergird the proposed work. These innovations include (1) frequency decomposition to map consumer resources to grid?s needs, (2) randomized control algorithms to convert intractable combinatorial optimization problems to tractable convex problems, and (3) physical signaling through grid-frequency and voltage measurements to enable multi-agent coordination without explicit communication.
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Personal Comfort Node: Prototyping of a Comfort Sensor for HVAC Control
个人舒适节点:用于 HVAC 控制的舒适传感器原型设计
DOI:
10.32473/ufjur.v22i0.121795
发表时间:
2020
期刊:
Journal of undergraduate research
影响因子:
--
作者:
[Rosenberger, Joseph, Coffman, Austin, Barooah, Prabir]
通讯作者:
Barooah, Prabir
Aggregate capacity of TCLs with cycling constraints
具有循环限制的 TCL 总产能
DOI:
--
发表时间:
2020
期刊:
ArXivorg
影响因子:
--
作者:
[Coffman, Austin, Cammardella, Neil, Barooah, Prabir, Meyn, Sean]
通讯作者:
Meyn, Sean
Resource allocation with local QoS: Flexible loads in the power grid
具有本地QoS的资源分配:电网中的灵活负载
DOI:
10.1109/ccta41146.2020.9206313
发表时间:
2020
期刊:
2020 IEEE Conference on Control Technology and Applications (CCTA
影响因子:
--
作者:
[Coffman, Austin R., Hale, Matthew, Barooah, Prabir]
通讯作者:
Barooah, Prabir
DOI:
10.1109/tia.2020.2966187
发表时间:
2020-03
期刊:
IEEE Transactions on Industry Applications
影响因子:
4.4
作者:
[M. Telló;D. Gazzana;Victor B. Telló;Lucas T. C. Pulz;R. Leborgne;A. Bretas]
通讯作者:
M. Telló;D. Gazzana;Victor B. Telló;Lucas T. C. Pulz;R. Leborgne;A. Bretas
Kullback-Leibler-Quadratic Optimal Control of Flexible Power Demand
灵活电力需求的Kullback-Leibler-二次最优控制
DOI:
10.1109/cdc40024.2019.9029512
发表时间:
2019
期刊:
IEEE Conference Decision and Control
影响因子:
--
作者:
[Cammardella, Neil, Busic, Ana, Ji, Yuting, Meyn, Sean]
通讯作者:
Meyn, Sean
共 39 条
Methods for Dynamic Network Identification with Application to the Control of Smart Buildings
-
批准号:1463316
-
项目类别:Standard Grant
-
资助金额:$30.0万
-
财政年份:2015
-
负责人:Prabir Barooah
-
依托单位:
CAREER: Distributed estimation and control for energy efficient buildings
-
批准号:0955023
-
项目类别:Standard Grant
-
资助金额:$40.0万
-
财政年份:2010
-
负责人:Prabir Barooah
-
依托单位:
CPS: Medium: Collaborative Research: GOALI: Methods for Network-Enabled Embedded Monitoring and Control for High-Performance Buildings
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批准号:0931885
-
项目类别:Continuing Grant
-
资助金额:$37.5万
-
财政年份:2010
-
负责人:Prabir Barooah
-
依托单位:
海外基金